This inventor holds 1 USPTO granted patent. Top assignee: Tibco Software Inc.. Active years: 2022.
Company Filing History:
Years Active: 2022
Title: Jags Ramnarayan: Innovator in Big Data Analytics
Introduction
Jags Ramnarayan is a notable inventor based in Palo Alto, CA (US). He has made significant contributions to the field of big data analytics, particularly through his innovative patent that enhances the exploration of large datasets. His work is instrumental in advancing how data is analyzed and visualized.
Latest Patents
Jags holds a patent for a "System for rapid interactive exploration of big data." This apparatus is designed for estimating analytics and facilitating interactive exploration of big data, whether stored or streaming. The invention utilizes approximate query processing and comprises a model constructor and a sampler. The model constructor identifies important predictor variables in big data through feature selection and partitions these variables into stratifications based on identified interactions or relationships. The sampler then generates a subset of data by querying the big data using a query constructed from at least one stratification. This subset can be utilized by an analytics generator, which produces analytics data for outcome variables based on the subset and an analytics algorithm. The result is an interactive visualization that includes the outcome variables, important predictor variables, stratification, subset of data, and analytics data.
Career Highlights
Jags Ramnarayan is currently employed at TIBCO Software Inc., where he continues to develop innovative solutions in the realm of data analytics. His expertise in big data has positioned him as a key player in the industry, contributing to advancements that benefit various sectors.
Collaborations
Throughout his career, Jags has collaborated with notable colleagues, including Thomas A Hill and David M Katz. These partnerships have fostered a creative environment that encourages the development of cutting-edge technologies in data analytics.
Conclusion
Jags Ramnarayan's contributions to big data analytics through his innovative patent demonstrate his commitment to enhancing data exploration and visualization. His work at TIBCO Software Inc. and collaborations with esteemed colleagues further solidify his reputation as a leading inventor in the field.